Towards a New Evolutionary Computation Advances on Estimation of Distribution Algorithms /

This is a nicely edited volume on Estimation of Distribution Algorithms (EDAs) by leading researchers on this important topic. It covers a wide range of topics in EDAs, from theoretical analysis to experimental studies, from single objective to multi-objective optimisation, and from parallel EDAs to...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Lozano, Jose A. (Editor ), Larrañaga, Pedro (Editor ), Inza, Iñaki (Editor ), Bengoetxea, Endika (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Studies in Fuzziness and Soft Computing, 192
Temas:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Mathematics.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Applications of Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Linking Entropy to Estimation of Distribution Algorithms
  • Entropy-based Convergence Measurement in Discrete Estimation of Distribution Algorithms
  • Real-coded Bayesian Optimization Algorithm
  • The CMA Evolution Strategy: A Comparing Review
  • Estimation of Distribution Programming: EDA-based Approach to Program Generation
  • Multi-objective Optimization with the Naive ID A
  • A Parallel Island Model for Estimation of Distribution Algorithms
  • GA-EDA: A New Hybrid Cooperative Search Evolutionary Algorithm
  • Bayesian Classifiers in Optimization: An EDA-like Approach
  • Feature Ranking Using an EDA-based Wrapper Approach
  • Learning Linguistic Fuzzy Rules by Using Estimation of Distribution Algorithms as the Search Engine in the COR Methodology
  • Estimation of Distribution Algorithm with 2-opt Local Search for the Quadratic Assignment Problem.

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